II. Degrees Obtained III. Professional Activitymarco/cv_marco_reis.pdf · Pólo II – Rua Sílvio...

22
CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS 1 I. Biographical data Name: Marco Paulo Seabra dos Reis Tel.: (+351) 239 798727/700 FAX: (+351) 239 798703 e-mail: [email protected] Professional Address Department of Chemical Engineering - FCTUC Pólo II Rua Sílvio Lima 3030-790 COIMBRA Portugal II. Degrees Obtained Agregação in Chemical Engineering, University of Coimbra (December, 2016); Ph.D. in Chemical Engineering, University of Coimbra (March 27, 2006); Teaching Ability and Scientific Capacity Examinations, University of Coimbra (November 23-24, 2000); Licentiate Degree in Chemical Engineering, University of Coimbra (September 7, 1995); III. Professional Activity III.1 Activity at the University Auxiliary Professor with Agregação at the Department of Chemical Engineering of the University of Coimbra (December 16, 2016 ); Auxiliary Professor at the Department of Chemical Engineering of the University of Coimbra (March 27, 2006 December 16, 2016); Teaching Assistant at the Department of Chemical Engineering of the University of Coimbra (November 25, 2000 March 27, 2006); Teaching Assistant (probation) at the Department of Chemical Engineering of the University of Coimbra (November 3, 1997 November 24, 2000); R&D Engineer at Soporcel, SA (pulp and paper company) (November 20, 1995 November 3, 1997). III.2 Other Activities President of the European Network for Business and Industrial Statistics (ENBIS),(2015-2017); Vice-President of the European Network for Business and Industrial Statistics (ENBIS),(2011-2013); Elected member of the ENBIS Council (2004-2006); Fellow of the Royal Statistical Society (2007-2008); Member of the American Association for the Advancement of Science (AAAS) (2008- 2009). Consulting (process improvement and data analysis), courses for executives on Six-Sigma and applied statistics). IV. Publications and Communications IV.1 Thesis and Dissertations 1. Reis, M.S., Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical Processes. PhD. Thesis. University of Coimbra: Coimbra (2006).

Transcript of II. Degrees Obtained III. Professional Activitymarco/cv_marco_reis.pdf · Pólo II – Rua Sílvio...

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

1

I. Biographical data

Name: Marco Paulo Seabra dos Reis

Tel.: (+351) 239 798727/700

FAX: (+351) 239 798703

e-mail: [email protected]

Professional Address

Department of Chemical Engineering - FCTUC

Pólo II – Rua Sílvio Lima

3030-790 COIMBRA

Portugal

II. Degrees Obtained

Agregação in Chemical Engineering, University of Coimbra (December, 2016);

Ph.D. in Chemical Engineering, University of Coimbra (March 27, 2006);

Teaching Ability and Scientific Capacity Examinations, University of Coimbra (November 23-24,

2000);

Licentiate Degree in Chemical Engineering, University of Coimbra (September 7, 1995);

III. Professional Activity

III.1 Activity at the University

Auxiliary Professor with Agregação at the Department of Chemical Engineering of the University of

Coimbra (December 16, 2016 – );

Auxiliary Professor at the Department of Chemical Engineering of the University of Coimbra (March

27, 2006 – December 16, 2016);

Teaching Assistant at the Department of Chemical Engineering of the University of Coimbra

(November 25, 2000 –March 27, 2006);

Teaching Assistant (probation) at the Department of Chemical Engineering of the University of

Coimbra (November 3, 1997 – November 24, 2000);

R&D Engineer at Soporcel, SA (pulp and paper company) (November 20, 1995 –November 3, 1997).

III.2 Other Activities

President of the European Network for Business and Industrial Statistics (ENBIS),(2015-2017);

Vice-President of the European Network for Business and Industrial Statistics (ENBIS),(2011-2013);

Elected member of the ENBIS Council (2004-2006);

Fellow of the Royal Statistical Society (2007-2008);

Member of the American Association for the Advancement of Science (AAAS) (2008- 2009).

Consulting (process improvement and data analysis), courses for executives on Six-Sigma and applied

statistics).

IV. Publications and Communications

IV.1 Thesis and Dissertations

1. Reis, M.S., Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical

Processes. PhD. Thesis. University of Coimbra: Coimbra (2006).

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

2

2. Reis, M.S., O “Curl” do Papel. Department of Chemical Engineering at the University of

Coimbra: Coimbra (2000). Teaching Ability and Scientific Capacity Examinations (Part I).

3. Reis, M.S., Introdução à Análise Multiresolução e suas Aplicações no Contexto da Engenharia

Química. Department of Chemical Engineering at the University of Coimbra: Coimbra (2000).

Teaching Ability and Scientific Capacity Examinations (Part II).

IV.2 Books

4. Reis, M.S., Estatística para a Melhoria de Processos – A Perspectiva Seis Sigma. Coimbra:

Imprensa da Universidade de Coimbra, 2016.

5. Saraiva, P.M., J. d’Orey, P. Sampaio, M.S. Reis, C. Cardoso, J. Pinheiro, L. Tomé, O Futuro da

Qualidade em Portugal. Lisboa: APQ, 2010. ISBN: 978-972-9388-04-0.

IV.3 Book Chapters

6. Reis, M.S., Controlo Estatístico de Processos no Século XXI. Capítulo no livro Guia das

Empresas Certificadas. 11.ª edição. Lisboa: Cem Palavras, 2016. (In Portuguese.)

7. Reis, M.S., Multivariate image analysis. Ed. by Granato, D., Ares, G. Mathematical and

Statistical Methods in Food Science and Technology. Chichester: Wiley-Blackwell, 2014, p. 201-

218. ISBN: 978-1-118-43368-3.

8. Reis, M.S., B.R. Bakshi, P.M. Saraiva, Denoising and Signal to Noise Enhancement: Wavelet

Transform and Fourier Transform. Ed. by Brown, S.; Tauler, R.; Walczak, R.. Comprehensive

Chemometrics: Chemical and Biochemical Data Analysis. Oxford: Elsevier, 2009, Vol. 2, p. 25-

55.

9. Reis, M.S., P.M. Saraiva, Multivariate and Multiscale Data Analysis. Editado por Coleman, S.;

Greenfield, T.; Stewardson, D.; Montegomery, D.C.. Statistical Practice in Business and Industry,

Statistics in Practice Series, Chichester: Wiley, 2008, p. 337-370.

IV.4 Refereed Journal Publications and Publications in Book Series

1. Reis, M.S., R.S. Kenett, Assessing the Value of Information of Data-Centric Activities in the

Chemical Processing Industry 4.0. AIChE Journal. Accepted (2018).

2. Lopes. A.L.C.V., A.F.G. Ribeiro, M.S. Reis, D.C.M. Silva, I. Portugal, C.M.S.G. Baptista.

Distribution models for nitrophenols in a liquid-liquid system. Chemical Engineering Science.

Accepted (2018).

3. Rato, T.J., M.S. Reis, Building Optimal Multiresolution Soft Sensors for Continuous Processes.

Industrial & Engineering Chemistry Research. Accepted (2018).

4. Rato, T.J., R. Rendall, V. Gomes, P.M. Saraiva, M.S. Reis, A Systematic Methodology for

Comparing Batch Process Monitoring Methods: Part II – Assessing Detection Speed. Industrial &

Engineering Chemistry Research. 57(15) (2018), p. 5338-5350.

5. Campos, M.P., R. Sousa, M.S. Reis, Establishing the Optimal Blocks’ Order in SO-PLS: Stepwise

SO-PLS and Alternative Formulations. Journal of Chemometrics. Accepted (2018).

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

3

6. Saraiva, P.M., C. Cubo, P. Sampaio, M.S. Reis, World State of Quality and the European Quality

Scoreboard: a new approach to measure “macroquality” and results obtained. Quality Progress.

(2018). Accepted.

7. Saraiva, P.M., C. Cubo, P. Sampaio, M.S. Reis, Macroquality Measurement: World State of

Quality and European Quality Scoreboard Approaches and Results. Total Quality Management &

Business Excellence (2018). Accepted.

8. Geert, G., J. Van Impe, M.S. Reis, Finding the optimal time resolution for batch-end quality

prediction: MRQP – a framework for Multi-Resolution Quality Prediction. Chemometrics and

Intelligent Laboratory Systems. 172 (2018), p. 150-158.

9. Reis, M.S., G. Gins, T.J. Rato, Incorporation of Process-Specific Structure in Statistical Process

Monitoring: a Review. Journal of Quality Technology. (2018). Accepted.

10. Reis, M.S., Incorporating Systems Structure in Data-Driven High-Dimensional Predictive

Modeling. Computer-Aided Chemical Engineering. 43 (2018), p. 1039-1044.

11. Rendall, R., B. Lu, I. Castillo, S.-T. Chin, L. H. Chiang, M.S. Reis, A Unifying and Integrated

Framework for Feature Oriented Analysis of Batch Processes. Industrial & Engineering

Chemistry Research. 56 (30) (2017), p. 8590-8605. dx.doi.org/10.1021/acs.iecr.6b04553

12. Reis, M.S., G. Gins, Industrial Process Monitoring in the Big Data/Industry 4.0 Era: From

Detection, to Diagnosis, to Prognosis. Processes. 5(3), 35, (2017), p.1-16. doi:

10.3390/pr5030035.

13. Silva, B.M.A., S.Vicente, S. Cunha, J.F.J. Coelho, C. Silva, M.S. Reis, S. Simões, Retrospective

Quality by Design (rQbD) applied to the Optimization of Orodispersible Films. International

Journal of Pharmaceutics. 528 (1-2) (2017), p. 655-663. doi.org/10.1016/j.ijpharm.2017.06.054.

14. Rendall, R., B. Lu, I. Castillo, S.-T. Chin, L. Chiang, M.S. Reis, Profile-driven Features for

Offline Quality Prediction in Batch Processes. Computer-Aided Chemical Engineering. (2017).

Accepted.

15. Rato, T.J., M.S. Reis, Improved Fault Diagnosis in Online Process Monitoring of Complex

Networked Processes: a Data-Driven Approach. Computer-Aided Chemical Engineering. (2017).

Accepted.

16. Lopes, A., A. Ribeiro, M.S. Reis, D.C.M. Silva, I. Portugal, C.M.S.G. Baptista, Modelling the

Distribution of Nitrophenols in a Liquid-Liquid System Representative of an Industrial Nitration

Process. Chemical Engineering Transactions. 57 (2017), p. 1033-1038.

17. Lepore, A., B. Palumbo, C. Capezza, R. Rendall, M.S. Reis, A Comparison of Advanced

Regression Techniques for Predicting Ship CO2 Emissions. Quality and Reliability Engineering

International. (2017). DOI: 10.1002/qre.2171.

18. Campos, M., R. Sousa, A.C. Pereira, M.S. Reis, Advanced Predictive Methods for Wine Age

Prediction: Part II - A Comparison Study of Multiblock Regression Approaches. Talanta. 171

(2017), p. 132-142.

19. Rendall, R., A.C. Pereira, M.S. Reis, Advanced Predictive Methods for Wine Age Prediction: Part

I - A Comparison Study of Single-Block Regression Approaches based on Variable Selection,

Penalized Regression, Latent Variables and Tree-based Ensemble Methods. Talanta. 171 (2017),

p. 341-350.

20. Rato, T.J., J. Blue, J. Pinaton, M.S. Reis, Translation Invariant Multiscale Energy-based PCA for

Monitoring Batch Processes in Semiconductor Manufacturing. IEEE – Transactions on

Automation Science and Engineering. 14(2) (2017), p. 894-904. DOI:

10.1109/TASE.2016.2545744.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

4

21. Pinheiro, C.T., V. Ascensão, M.S. Reis, M.J. Quina, L. M. Gando-Ferreira, A data-driven

approach for the study of coagulation phenomena in waste lubricant oils and its relevance in

alkaline regeneration treatments. Science of the Total Environment. 599-600 (2017), p. 2054-

2064.

22. Saraiva, P.M., C. Cubo, P. Sampaio, M.S. Reis, Resultados do European Quality Scoreboard e do

Perfil Nacional da Qualidade. Qualidade. nº 1 (2017), p.28-33.

23. Lepore, A., B. Palumbo, C. Capezza, R. Rendall, M.S. Reis, A comparison of advanced

regression techniques for predicting CO2 emissions in the ship industry. Quality and Reliability

Engineering International. Accepted. DOI: 10.1002/qre.2171

24. Rato, T.J., M.S. Reis, Multiresolution Soft Sensors (MR-SS): A New Class of Model Structures for

Handling Multiresolution Data. Industrial & Engineering Chemistry Research. 56(13) (2017), p.

3640-3654.

25. Rato, T.J., M.S. Reis, Markovian and Non-Markovian Sensitivity Enhancing Transformations for

Process Monitoring. Chemical Engineering Science. 163 (2017), p. 223-233.

26. Fernández-Ramos, C., R. Rodríguez-Gómez, M.S. Reis, O. Ballesteros, A. Navalón, J.L. Vílchez,

Sorption, degradation and transport phenomena of alcohol ethoxysulfates in agricultural soils.

Laboratory studies. Chemosphere. 171 (2016), p.661-670.

dx.doi.org/10.1016/j.chemosphere.2016.12.091.

27. Pinheiro, C.T., R. Rendall, M.J. Quina, M.S. Reis, L. M. Gando-Ferreira, Assessment and

Prediction of Lubricant Oil Properties Using Infrared Spectroscopy and Advanced Predictive

Analytics. Energy & Fuels. 31(1) (2017), p. 179-187. DOI: 10.1021/acs.energyfuels.6b01958.

28. Reis, M.S., R.S. Kenett, A Structured Overview on the Use of Computational Simulators for

Teaching Statistical Methods. Quality Engineering. (2016), p. 1-16.

dx.doi.org/10.1080/08982112.2016.1272122.

29. Soares, M.A.R., M.J. Quina, M.S. Reis, R.M. Quinta-Ferreira, Assessment of co-composting

process with high load of an inorganic industrial waste. Waste Management. 59 (2017), p. 90-89.

dx.doi.org/10.1016/j.wasman.2016.09.044.

30. Reis, M.S., R.D. Braatz, L. Chiang, Big Data – Challenges and Future Research Directions.

Chemical Engineering Progress (Special Section dedicated to big data). (March, 2016), p. 46-50.

31. Rato, T.J., R. Rendall, V. Gomes, S.-T. Chin, L. Chiang, P.M. Saraiva, M.S. Reis, A Systematic

Methodology for Comparing Batch Process Monitoring Methods: Part I – Assessing detection

strength. Industrial & Engineering Chemistry Research. 55 (18) (2016), p. 5342-5358. DOI:

10.1021/acs.iecr.5b04851.

32. Manco, G., S. Coleman, R. Goeb, A. Pievatolo, X. Tort-Martorell, M.S. Reis, How can SMEs

benefit from Big Data? Challenges and a Path Forward. Quality and Reliability Engineering

International. 32(6) (2016), p. 2151-2164.

33. Pereira, A.C., M.J. Carvalho, A. Miranda, J.M. Leça, V, Pereira, F. Albuquerque, J.C. Marques,

M.S. Reis, Modelling the ageing process: a novel strategy to analyze the wine evolution towards

the expected features. Chemometrics and Intelligent Laboratory Systems. 154 (2016), p.176-184.

34. Schmitt, E., T.J. Rato, M.S. Reis, B. de Ketelaere, M. Hubert, Parameter selection guidelines for

adaptive PCA-based control. Journal of Chemometrics. 30(4) (2016), p. 163-176.

35. Rato, T.J., E. Schmitt, B. de Ketelaere, M. Hubert, M.S. Reis, A Systematic Comparison of PCA-

based Statistical Process Monitoring Methods for High-dimensional, Time-dependent Processes.

AIChE Journal. 62 (5) (2016), p. 1478-1493.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

5

36. Rendall, R., M.S. Reis, S.-T. Chin, L. Chiang, Managing Uncertainty Information for Improved

Data-Driven Modelling. Computer-Aided Chemical Engineering, 38 (2016), p. 1575-1580.

37. Rendall, R., A. Pereira, M.S. Reis, An extended comparison study of large scale data-driven

prediction methods based on variable selection, latent variables, penalized regression and

machine learning. Computer-Aided Chemical Engineering, 38 (2016), p. 1629-1634.

38. Reis, M.S., R. Rendall, S.-T. Chin, L. Chiang, Challenges in the Specification and Integration of

Measurement Uncertainty in the Development of Data-Driven Models for the Chemical

Processing Industry. Industrial & Engineering Chemistry Research. 54 (2015), p. 9159-9177.

39. Leça, J.M., A.C. Pereira, A.C. Vieira, M.S. Reis, J.C. Marques, Optimal Design of Experiments

Applied to Headspace Solid Phase Microextraction for the Quantification of Vicinal Diketones in

Beer through Gas Chromatography-Mass Spectrometric detection. Analytica Chimica Acta. 887

(2015), p. 101-110.

40. Oliver-Rodríguez, B., A. Zafra-Gómez, M.S. Reis, C. Verge, J.A. de Ferrer, M. Pérez-Pascual,

J.L. Vílchez, Wide-range and accurate modeling of linear alkylbenzene sulfonate (LAS)

adsorption/desorption on agricultural soil. Chemosphere. Accepted for publication.

41. Oliver-Rodríguez, B., A. Zafra-Gómez, M.S. Reis, B.P.M. Duarte, C. Verge, J.A. de Ferrer, M.

Pérez-Pascual, J.L. Vílchez, Evaluation of Linear Alkylbenzene Sulfonate (LAS) Behaviour in

Agricultural Soil Through Laboratory Continuous Studies. Chemosphere. 31 (2015), p. 1-8.

42. Rato, T.J., M.S. Reis, On-line process monitoring using local measures of association. Part I:

Detection performance. Chemometrics and Intelligent Laboratory Systems. 142 (2015), p. 255-

264.

43. Rato, T.J., M.S. Reis, On-line process monitoring using local measures of association. Part II:

Design issues and fault diagnosis. Chemometrics and Intelligent Laboratory Systems. 142 (2015),

p. 265-275.

44. Reis, M.S., An integrated multiscale and multivariate image analysis framework for process

monitoring of colour random textures: MSMIA. Chemometrics and Intelligent Laboratory

Systems. 142 (2015), p. 36-48

45. Rendall, R., M.S. Reis, A.C. Pereira, C. Pestana, V. Pereira, J.C. Marques, Chemometric analysis

of the volatile fraction evolution of Portuguese Beer under shelf storage conditions.

Chemometrics and Intelligent Laboratory Systems. 142 (2015), p. 131-142.

46. Rato, T.J., M.S. Reis, Multiscale and Megavariate Monitoring of the Process Networked

Structure: M2NET. Journal of Chemometrics. 29 (5) (2015), p. 309-322.

47. Rato, T.J., M.S. Reis, Non-causal data-driven monitoring of the process correlation structure: a

comparison study with new methods. Computers & Chemical Engineering. 71 (2014), p. 307-322

48. Rendall, R.R., M.S. Reis, A Comparison Study of Single-Scale and Multiscale Approaches for

Data-Driven and Model-Based Online Denoising, Quality and Reliability Engineering

International. 30(7) (2014), p. 935-950.

49. Rato, T.J., M.S. Reis, Sensitivity Enhancing Transformations for Large-Scale Process

Monitoring. In COMPUTER-AIDED CHEMICAL ENGINEERING, vol. 34. Editado por Mario

R. Eden, John D. Sirola, Gavin T. Towler. Amsterdam: Elsevier (2014). ISBN: 978-0-444-63433-

7, p. 643-648.

50. Moita, R.D., V.M. Gomes, P.M. Saraiva, M.S. Reis, An Extended Comparative Study of Two- and

Three-Way Methodologies for the On-line Monitoring of Batch Processes. In COMPUTER-

AIDED CHEMICAL ENGINEERING, vol. 33. Editado por Mario R. Eden, John D. Sirola, Gavin

T. Towler. Amsterdam: Elsevier (2014). ISBN: 978-0-444-63433-7, p. 517-522.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

6

51. Rato, T.J., M.S. Reis, Sensitivity enhancing transformations for monitoring the process

correlation structure. Journal of Process Control. 24 (2014), p. 905-915.

52. A. G. Nogueira, Silva, D.C.M. Silva, M.S. Reis, C.M.S.G. Baptista, Prediction of the by-products

formation in the adiabatic industrial benzene nitration process. Chemical Engineering

Transactions. 32 (2013), p. 1249-1254.

53. Reis, M.S., Applications of a new empirical modelling framework for balancing model

interpretation and prediction accuracy through the incorporation of clusters of functionally

related variables. Chemometrics and Intelligent Laboratory Systems. (2013),

dx.doi.org/10.1016/j.chemolab.2013.05.007.

54. Rato, T.J., M.S. Reis, Fault detection in the Tennessee Eastman benchmark process using

dynamic principal components analysis based on decorrelated residuals (DPCA-DR).

Chemometrics and Intelligent Laboratory Systems. 125 (2013), p. 101-108.

55. Rato, T.J., M.S. Reis, Defining the structure of DPCA models and its impact on process

monitoring and prediction activities. Chemometrics and Intelligent Laboratory Systems. 125

(2013), p. 74-86.

56. Reis, M.S., Network-Induced Supervised Learning: Network-Induced Classification (NI-C) and

Network-Induced Regression (NI-R). AIChE Journal. 59(5) (2013), p. 1570-1587.

57. Rato, T.J.; M.S. Reis, Advantage of Using Decorrelated Residuals in Dynamic Principal

Component Analysis for Monitoring Large-Scale Systems. Industrial & Engineering Chemistry

Research. 52 (38) (2013), p 13685-13698.

58. Pinheiro, I., P.J. Ferreira, F. A. Garcia, M.S. Reis, A.C. Pereira, C. Wandrey, H. Ahmadloo, J.L.

Amaral, D. Hunkeler, M.G. Rasteiro, An experimental design methodology to evaluate the

importance of different parameters on flocculation by polyelectrolytes. Powder Technology. 238

(2013), p. 2-13.

59. Gomes, V.M., A.C. Pereira, P. M. Saraiva, M.S. Reis, Development of Generalized Platforms for

the Analysis of Complex Datasets. Quality and Reliability Engineering International. 28 (2012), p.

508-523.

60. Reis, M.S., P. M. Saraiva, Prediction of Profiles in the Process Industries. Industrial &

Engineering Chemistry Research. 51 (2012), p. 4524-4266.

61. Reis, M.S., P. Delgado, A large-scale statistical process control approach for the monitoring of

electronic devices assemblage. Computers and Chemical Engineering. 39 (2012), p. 163-169.

62. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Development of a fast and reliable method

for long- and short-term wine age prediction. Talanta. 86 (2011), p. 293-304.

63. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Madeira wine ageing prediction based on

different analytical techniques: UV–vis, GC-MS, HPLC-DAD. Chemometrics and Intelligent

Laboratory Systems. 105 (2011), p. 43-55.

64. Cantarero, S., A. Zafra-Gómez, O. Ballesteros, A. Navalón, M.S. Reis, P.M. Saraiva, J.L. Vílchez,

Environmental monitoring study of linear alkylbenzene sulfonates and insoluble soap in Spanish

sewage sludge samples. Journal of Environmental Science and Health Part A. 46 (2011), p. 617-

626.

65. Rato, T.J., M.S. Reis, Statistical Process Control of Multivariate Systems with Autocorrelation. In

Computer-Aided Chemical Engineering, vol. 29 – Parte A. Ed. by E.N. Pistikopoulos, M.C.

Georgiadis and A. Kokossis. Amsterdam: Elsevier (2011). ISBN: 978-0-444-53711-9, p 497-501.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

7

66. Rato, T.J. M.S. Reis, Statistical Monitoring of Control Loops Performance: An Improved

Historical-data Benchmark Index. Quality and Reliability Engineering International. 26:8 (2010),

p. 831-844.

67. Reis, M.S., A. Bauer, Image-based classification of paper surface quality using wavelet texture

analysis. Computers and Chemical Engineering. 34 (2010), p. 2014-2021.

68. Reis, M.S., P.M. Saraiva, Analysis and Classification of the Paper Surface. Industrial &

Engineering Chemistry Research. 49:5 (2010), p. 2493–2502.

69. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Analysis and assessment of Madeira wine

ageing over an extended time period through GC–MS and chemometric analysis. Analytica

Chimica Acta. 659 (2010), p. 93-101.

70. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Aroma ageing trends in GC/MS profiles of

liqueur wines. Analytica Chimica Acta. 660 (2010), p. 8-21.

71. Reis, M.S., P. Delgado, “Mega”-Variate Statistical Process Control in Electronic Devices

Assembling. In Computer-Aided Chemical Engineering, vol. 28. Ed. by S. Pierucci and G. Buzzi

Ferraris. Amsterdam: Elsevier (2010). ISBN: 978-0-444-53569-6, p 523-528.

72. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Multivariate Statistical Monitoring of Wine

Ageing Processes. In Computer-Aided Chemical Engineering, vol. 28. Ed. by S. Pierucci and G.

Buzzi Ferraris. Amsterdam: Elsevier (2010). ISBN: 978-0-444-53569-6, p 247-252.

73. Reis, M.S., A. Bauer Wavelet texture analysis of on-line acquired images for paper formation

assessment and monitoring. Chemometrics and Intelligent Laboratory Systems. 95:2 (2009), p.

129-137.

74. Reis, M.S., C.T. Abreu, M.J. Heitor, J. Ataíde, P.M. Saraiva, A new procedure for the routine

assessment of paper diagonal curl. Tappi Journal. 8:10 (2009), p. 20-26.

75. Reis, M.S., A multiscale empirical modeling framework for system identification. Journal of

Process Control. 19:9 (2009), p. 1546-1557.

76. Reis, M.S., A. Bauer, Using Wavelet Texture Analysis in Image-Based Classification and

Statistical Process Control of Paper Surface Quality. In Computer-Aided Chemical Engineering,

vol. 27. Ed. by Rita Maria de Brito Alves, Claudio Augusto Oller do Nascimento, Evaristo

Chalbaud Biscaia, Jr.: Elsevier (2009). ISBN-13: 978-0-444-53472-9. p. 1209-1214.

77. Paula A.G. Portugal, M.S. Reis, Cristina M.S.G. Baptista, Extending model prediction ability for

the formation of nitrophenols in benzene nitration. Chemical Engineering Transactions. 17 (2009),

p. 117-122.

78. Pereira, A.C., M.S. Reis, and P.M. Saraiva Quality control of food products using image

analysis and multivariate statistical tools. Industrial & Engineering Chemistry Research. 48:2

(2009), p. 988-998.

79. Saraiva, P.M., M.S. Reis, Ouvir e Interpretar Dados no Século XXI. Qualidade. Ano XXXVIII, nº

3, Outono (2009), p.28-38 (in Portuguese).

80. Reis, M.S., C.T. Abreu, M. J. Heitor, P.M. Saraiva Uma Nova Metodologia para Medição do

“Curl” Diagonal do Papel. Pasta e Papel. Verão (2008), p.22-28 (in Portuguese).

81. Reis, M.S., B.R. Bakshi, P.M. Saraiva Multiscale Statistical Process Control Using Wavelet

Packets. AIChE Journal. 54:9 (2008), p. 2366-2378.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

8

82. Reis, M.S., P.M. Saraiva, Generalized Multiresolution Decomposition Frameworks for the

Analysis of Industrial Data with Uncertainty and Missing Values. Industrial & Engineering

Chemistry Research. 45 (2006), p. 6330-6338.

83. Reis, M.S., P.M. Saraiva, Multiscale Statistical Process Control with Multiresolution Data.

AIChE Journal. 52:6 (2006), p. 2107-2119.

84. Reis, M.S., P.M. Saraiva, Heteroscedastic Latent Variable Modelling with Applications to

Multivariate Statistical Process Control. Chemometrics and Intelligent Laboratory Systems. 80

(2006), p. 57-66.

85. Reis, M.S., P.M. Saraiva, Multiscale Statistical Process Control of Paper Surface Profiles.

Quality Technology and Quantitative Management. 3:3 (2006), p. 263-282.

86. Reis, M.S., P.M. Saraiva, Multiscale Analysis and Monitoring of Paper Surface. In Computer-

Aided Chemical Engineering, vol. 21B. Ed. by Marquardt, W., C. Pantelides. Amsterdam:

Elsevier (2006). ISBN 0-444-52257-3. p. 1173-1178.

87. Reis, M.S., P.M. Saraiva, Multiscale SPC in the Presence of Multiresolution Data. In Computer-

Aided Chemical Engineering, vol. 21B. Ed. by Marquardt, W., C. Pantelides. Amsterdam:

Elsevier (2006). ISBN 0-444-52257-3. p. 1359-1364.

88. Quadros, P.A., M.S. Reis, C. M. S. G. Baptista, Different Modelling Approaches for a

Heterogeneous Liquid-Liquid Reaction Process. Industrial & Engineering Chemistry Research. 44

(2005), p. 9414-9421.

89. Reis, M.S., P.M. Saraiva, Integration of Data Uncertainty in Linear Regression and Process

Optimization. AIChE Journal. 51:11 (2005), p. 3007-3019.

90. Costa, R., D. Angélico, M.S. Reis, J. Ataíde, P.M. Saraiva, Paper Superficial Waviness:

Conception and Implementation of an Industrial Statistical Measurement System. Analytica

Chimica Acta. 544 (2005), p. 135-142.

91. Reis, M.S., P.M. Saraiva, Integrating Data Uncertainty in Multiresolution Analysis. In Computer-

Aided Chemical Engineering, vol. 20B. Ed. by Puigjaner, L., A. Espuña. Amsterdam: Elsevier

(2005). ISBN 0-444-51991-2. p. 1501-1506.

92. Reis, M.S., P.M. Saraiva, A Comparative Study of Linear Regression Methods in Noisy

Environments. Journal of Chemometrics. 18:12 (2004), p. 526-536.

93. Reis, M.S., P.M. Saraiva, Accounting for Measurement Uncertainties in Industrial Data Analysis.

In Computer-Aided Chemical Engineering, vol. 18. Ed. by Barbosa-Póvoa, A., H. Matos.

Amsterdam: Elsevier (2004). ISBN 0-444-51694-8. p. 751-756.

94. Dourado, C., A. Madrigal, M.S. Reis, Prediction of traqueal tube size in children using multiple

variables. European Journal of Anaesthesiology. 21 (2004), p. 146-147.

95. Reis, M.S., P.M. Saraiva, Multiscale Latent Variable Analysis of Industrial Data. In Computer-

Aided Chemical Engineering, vol. 15B. Ed. by B. Chen, A.W. Westerberg. Amsterdam: Elsevier

(2003). ISBN 0-444-51404-X. p. 1340-1345.

IV.5 Papers Presented and Published in Refereed Conference Proceedings

96. Rendall, R., B. Lu, I. Castillo, S.-T.-Chin, L.H. Chiang, M.S. Reis, Profile-driven Features for

Offline Quality Prediction in Batch Processes. Comunicação aceite para apresentação no formato

de poster no congresso “ESCAPE-27, European Symposyum on Computer Aided Process

Engineering”, que terá lugar em Barcelona (Espanha), entre 1 e 5 de outubro de 2017.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

9

97. Rato, T.J., M.S. Reis, Improved Fault Diagnosis in Online Process Monitoring of Complex

Networked Processes: a Data-Driven Approach. Comunicação aceite para apresentação no

formato de poster no congresso “ESCAPE-27, European Symposyum on Computer Aided Process

Engineering”, que terá lugar em Barcelona (Espanha), entre 1 e 5 de outubro de 2017.

98. Yang, W.-T., J. Blue, A. Roussy, Reis, M.S., R.S. Kenett, Advanced Run-to-Run Controller in

Semiconductor Manufacturing with Real-time Equipment Condition. Comunicação oral aceite

para apresentação no congresso “ENBIS17 – 17th Annual ENBIS Conference”, que terá lugar em

Naples (Itália), entre 9 e 14 de setembro de 2017.

99. Cubo, C., P. Sampaio, P.M. Saraiva, M.S. Reis, J. d'Orey, World State of Quality: 2016 European

Quality Scoreboard Results, Comunicação oral aceite na conferência 2nd IAQ World Quality

Forum, que terá lugar em Bled (Eslovénia), a 13 de outubro de 2017.

100. Reis, M.S., B. Palumbo, A. Lepore, R. Rendall, C. Capezza, On the use of predictive

methods for ship fuel consumption analysis from massive on-board operational data,

Comunicação oral apresentada na conferência “SIS2017 - Statistics and Data Science: New

Challenges, New Generations”, realizada em Florença (Itália), entre 28 e 30 de junho de 2017.

101. Reis, M.S., Structured Approaches for High-Dimensional Predictive Modeling,

Comunicação oral apresentada na conferência “SIS2017 - Statistics and Data Science: New

Challenges, New Generations”, realizada em Florença (Itália), entre 28 e 30 de junho de 2017.

102. Reis, M.S., Predictive Modeling with High-Dimensional Industrial Data, Apresentação

oral em formato de seminário apresentada na conferência “JDS 2017 – 49èmes Journées de

Statistique”, realizada em Avignon (França), entre 20 de maio e 2 de junho de 2017.

103. Lopes, A.L.C.V., A.F.G. Ribeiro, M.S. Reis, D.C.M. Silva, I. Portugal, C.M.S.G. Baptista,

Modelling the Distribution of Nitrophenols in a Liquid-Liquid System Representative of an

Industrial Nitration Process, Comunicação oral apresentada no congresso “ICheaP13”, realizado

em Milão (Itália), entre 28 e 31 de maio de 2017.

104. Reis, M.S., C. Cubo, P. Sampaio, J. d’Orey, P.M. Saraiva, World State of Quality (WSQ):

Multivariate Statistical Contributions, Comunicação oral apresentada no “JMP Discovery

Summit”, realizado em Praga (República Checa), entre 21 e 23 de março de 2017.

105. Reis, M.S., On the importance of residual analysis in the implementation of PCA and PLS,

Comunicação apresentada no formato de poster no “JMP Discovery Summit”, realizado em Praga

(República Checa), entre 21 e 23 de março de 2017.

106. Pereira A.C., P. M. Rodrigues, J. M. Leça, M.S. Reis, J. C. Marques, Definitive Screening

design applied to the optimization of solid phase microextraction for volatile fatty acids analysis

in wines, Comunicação apresentada no formato de poster na conferência CAC 2016 - XVI

Chemometrics in Analytical Chemistry, realizada em Barcelona, Espanha, entre 6 e 10 de Junho

de 2016.

107. Pereira A.C., P. M. Rodrigues, J. M. Leça, M.S. Reis, J. C. Marques, Optimization of HS-

SPME to quantify Vicinal Ketones in beer based on an optimal design of experiments,

Comunicação apresentada no formato de poster na conferência CAC 2016 - XVI Chemometrics in

Analytical Chemistry, realizada em Barcelona, Espanha, entre 6 e 10 de Junho de 2016.

108. Soares, M.A.R, M.J. Quina, M.S. Reis, R.M. Quinta-Ferreira, Analysis of a Waste

Management Process using Principal Components Analysis and Data Visualization, Comunicação

apresentada no formato de poster no “JMP Discovery Summit”, realizado em Amesterdão

(Holanda), entre 14 e 17 de março de 2016.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

10

109. Braatz, R.D., K. Severson, M.S. Reis, Challenges and Research Directions in Big Data,

Comunicação oral apresentada no congresso “2016 AICHE Spring Meeting and 12th Global

Congress on Process Safety”, realizado em Houston (EUA), entre 10 e 14 de abril de 2016.

110. Reis, M.S., P.M. Saraiva, New trends of SPC and Data Analysis in Industry. Comunicação

oral apresentada no “World Quality Forum of the International Academy for Quality”, realizado

em Budapeste (Hungria), entre 26 e 27 de outubro de 2015.

111. Reis, M.S., P.M. Saraiva, Big Data: what’s there for Six Sigma? Comunicação apresentada

no formato de poster, no “World Quality Forum of the International Academy for Quality”,

realizado em Budapeste (Hungria), entre 26 e 27 de outubro de 2015.

112. Reis, M.S., Big Data in the Industry Sector: Perspectives & Examples. Comunicação oral

apresentada no congresso “ENBIS15 – 15th Annual ENBIS Conference”, realizado em Praga

(República Checa), entre 6 e 10 de setembro de 2015.

113. Rato, T.J., J. Blue, M.S. Reis, J. Pinaton, Translation Invariant Multiscale Energy-based

PCA (TIME-PCA) for Monitoring Batch Processes in Semiconductor Manufacturing.

Comunicação oral apresentada no congresso “ENBIS15 – 15th Annual ENBIS Conference”,

realizado em Praga (República Checa), entre 6 e 10 de setembro de 2015.

114. Dias, P.A.N., M.S. Reis, P. Martins, A. Salvador, Identifying Strong Statistical Bias in the

Local Structure of Metabolic Networks - The Metabolic Network of Saccharomyces cerevisiae as

a test case, Comunicação oral apresentada no congresso BIOINFORMATICS 2015 –

International Conference on Bioinformatics Models, Methods and Algorithms, realizado em

Lisboa entre 12-15 de janeiro de 2015 e cujo respetivo artigo aparece publicado nos proceedings

da conferência.

115. Reis, M.S., Inferring system’s structure in large scale data-driven modelling.

Comunicação oral apresentada no congresso “2015 AICHE Spring Meeting”, realizado em Austin

(TX, EUA), entre 26 e 30 de Abril 2015.

116. Rato, T.J., R. Rendall, V. Gomes, S.-T. Chin, L. Chiang, P. Saraiva, M.S. Reis, An

Extensive Comparison Study of Batch Process Monitoring Approaches. Comunicação oral

apresentada no congresso “2015 AICHE Spring Meeting”, realizado em Austin (TX, EUA), entre

26 e 30 de Abril 2015.

117. Rendall, R., Reis, M.S., S.-T. Chin, L. Chiang, Using measurement uncertainty

information for effective model development. Comunicação oral apresentada no congresso “2013

AICHE Annual Meeting”, realizado em Atlanta (EUA), entre 16 e 21 de Novembro 2014.

118. Rato, T.J., M.S. Reis, Megavariate and Multiscale Monitoring of the Process NETworked

Structure: M2NET. Comunicação oral apresentada no congresso “ENBIS14 – 14th Annual ENBIS

Conference”, realizado em Linz (Austria), entre 21-25 de Setembro de 2014, cujo resumo se inclui

nas actas em suporte de papel (p. 96).

119. Reis, M.S., R. Rendall, S.-T. Chin, L. Chiang, Exploiting Uncertainty Information for

Empirical Model Building in Process Industries. Comunicação oral apresentada no congresso

“ENBIS14 – 14th Annual ENBIS Conference”, realizado em Linz (Austria), entre 21-25 de

Setembro de 2014, cujo resumo se inclui nas actas em suporte de papel (p. 94).

120. Schmitt, E., B. De Ketelaere, T.J. Rato, M.S. Reis, The Challenges of PCA-Based

Statistical Process Monitoring: An Overview and Solutions. Comunicação oral apresentada no

congresso “ENBIS14 – 14th Annual ENBIS Conference”, realizado em Linz (Austria), entre 21-

25 de Setembro de 2014, cujo resumo se inclui nas actas em suporte de papel (p. 87).

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

11

121. Rato, T.J., M.S. Reis, Monitoring the Process Correlated Structure Using Partial

Correlation Information. Comunicação oral apresentada no congresso “CHEMPOR 2014, 12TH

INTERNATIONAL CHEMICAL AND BIOLOGICAL ENGINEERING CONFERENCE”,

realizado no Porto, entre 10-12 de Setembro, 2014 e cujo resumo se inclui nas actas da

conferência em formato de papel (resumo estendido) e CD (artigo).

122. Rendall, R.R., M.S. Reis, A Comparison Study of Single-Scale and Multiscale Approaches

for Data-Driven and Model-Based On-Line Monitoring. Poster apresentado no congresso

“CHEMPOR 2014, 12TH INTERNATIONAL CHEMICAL AND BIOLOGICAL

ENGINEERING CONFERENCE”, realizado no Porto, entre 10-12 de Setembro, 2014 e cujo

resumo se inclui nas actas da conferência em formato de papel (resumo estendido) e CD (artigo).

123. Rato, T.J., M.S. Reis, Sensitivity Enhancing Transformations for Large-Scale Process

Monitoring. Comunicação oral apresentada no congresso “ESCAPE-24, EUROPEAN

SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING”, realizado em Budapeste

(Hungria), entre 15-18 de Junho 2014.

124. Moita, R.D., V.M. Gomes, P.M. Saraiva, M.S. Reis, An Extended Comparative Study of

Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes. Poster

apresentado no congresso “ESCAPE-24, EUROPEAN SYMPOSYUM ON COMPUTER AIDED

PROCESS ENGINEERING”, realizado em Budapeste (Hungria), entre 15-18 de Junho 2014.

125. Rato, T.J., M.S Reis, Fault detection in the Tennessee Eastman process using dynamic

principal components analysis with decorrelated residuals. Comunicação oral apresentada mo

congresso“8th International Conference on Partial Least Squares and Related Methods, PLS-

2014”, realizado em Paris (França), entre 26 e 28 de Maio de 2014, e cujo resumo se inclui nas

actas da conferência em formato de papel (resumo estendido).

126. Dias, P.A.N., M.S. Reis, P. Martins, A. Salvador, Identifying Strong Statistical Bias in the

Local Structure of Metabolic Networks - The metabolic network of Saccharomyces cerevisiae as a

test case. Comunicação oral apresentada no congresso BIOINFORMATICS 2015 – International

Conference on Bioinformatics Models, Methods and Algorithms. Lisbon, 12-15 January 2015.

127. Rato, T.J., M.S. Reis, Large-Scale Statistical Process Control: Should We Use Partial Or

Marginal Correlations? Poster apresentado no congresso “2013 AICHE ANNUAL MEETING”,

realizado em San Francisco (EUA), entre 3 e 8 de Novembro 2013.

128. Rato, T.J., M.S. Reis, On-line Process Monitoring Using Partial Correlations.

Comunicação oral apresentada no congresso “ENBIS13 – 13th Annual ENBIS Conference”,

realizado em Ankara (Turquia), entre 15-19 de Setembro de 2013, cujo resumo se inclui nas actas

em suporte de papel (p.52) e o respectivo artigo no CD-ROM da conferência.

129. Reis, M.S., R.S. Rendall, A Comparison Study of On-line Data-driven and Model-based

Denoising Methodologies. Comunicação oral apresentada no congresso “ENBIS13 – 13th Annual

ENBIS Conference”, realizado em Ankara (Turquia), entre 15-19 de Setembro de 2013, cujo

resumo se inclui nas actas em suporte de papel (p. 54) e o respectivo artigo no CD-ROM da

conferência.

130. Schmitt, E., T.J. Rato, B. De Ketelaere, M.S. Reis, A Systematic Comparison of Statistical

Process Monitoring Methods for High-dimensional, Time-dependent Processes. Comunicação

oral apresentada no congresso “ENBIS13 – 13th Annual ENBIS Conference”, realizado em

Ankara (Turquia), entre 15-19 de Setembro de 2013, cujo resumo se inclui nas actas em suporte

de papel (p. 55) e o respectivo artigo no CD-ROM da conferência.

131. Gomes, V.M., P.M. Saraiva, M.S. Reis, A Comparison of Methodologies for On-line Batch

Process Monitoring. Poster apresentado no congresso “ENBIS13 – 13th Annual ENBIS

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

12

Conference”, realizado em Ankara (Turquia), entre 15-19 de Setembro de 2013, cujo resumo se

inclui nas actas em suporte de papel (p. 46) e o respectivo artigo no CD-ROM da conferência.

132. Reis M.S., Process monitoring of large scale systems. Presented at “45e Journées de

Statistique”, Toulouse (France), 27-31 May 2013.

133. Reis M.S., Scale-dependent extraction of features from multivariate images of random

structures. Presented at “II International Workshop on Multivariate Image Analysis”, Valencia

(Spain), 23-24 May 2013.

134. Reis M.S., Network-Induced Supervised Learning: Balancing Interpretation and

Prediction Ability in Classification and Regression Tasks. Presented at “2012 AICHE ANNUAL

MEETING”, Pittsburgh (USA), 28 October - 2 November 2012.

135. Reis M.S., T.J. Rato, Multivariate SPC of Dynamic Processes Using Integrated Dynamic

Principal Components Analysis and Missing Data Methods (DPCA-MD). Presented at “2012

AICHE ANNUAL MEETING”, Pittsburgh (USA), 28 October - 2 November 2012.

136. Almeida, G.M., M.S. Reis, S.W. Park, A Signal Processing Approach for the Fault

Detection Problem: Application to the DAMADICS Actuator Benchmark Problem. Presented at

“ESCAPE-22, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS

ENGINEERING”, realizado em Londres (Inglaterra), 17-20 June 2012.

137. Rato, T.J., M.S. Reis, A New Data Driven Index for Control Performance Monitoring.

Presented at “ESCAPE-22, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS

ENGINEERING”, realizado em Londres (Inglaterra), 17-20 June 2012.

138. M.S. Reis, Balancing Interpretation and Prediction Accuracy in Classification and

Regression using Local Correlation Information. Presented at “ENBIS12 – 12th Anual ENBIS

Conference”, realizado em Ljublejana (Slovenia), 9-13 September 2012.

139. Rato, T.J., M.S. Reis, On the Use of Partial versus Marginal Correlations in SPC.

Presented at “ENBIS12 – 12th Anual ENBIS Conference”, realizado em Ljublejana (Slovenia), 9-

13 September 2012.

140. Moita, R.D., T. J. Rato, P.M. Saraiva, L.O. Santos, M.S. Reis, Integration of SPC/EPC in

Multivariate Stationary and Non-Stationary Processes. Presented at “ENBIS11 – 11th Annual

ENBIS Conference”, Coimbra (Portugal), 4-8 September 2011.

141. Park, S.W., M.S. Reis, G.M. Almeida, Multivariate Control Charts Based on Signal

Processing Tools. Presented at “ENBIS11 – 11th Annual ENBIS Conference”, Coimbra

(Portugal), 4-8 September 2011.

142. Pereira, A.C., V.M. Gomes, P.M. Saraiva, M.S. Reis, A Comparison of Two-way and

Three-way Methodologies for the Prediction of Wine Age. Presented at “ENBIS11 – 11th Annual

ENBIS Conference”, Coimbra (Portugal), 4-8 September 2011.

143. Gomes, V.M., A.C. Pereira, P.M. Saraiva, M.S. Reis, Towards a systematization of profile

analysis methods as a basis for the development of flexible and generalized data analysis

frameworks. Presented at “ENBIS11 – 11th Annual ENBIS Conference”, Coimbra (Portugal), 4-8

September 2011.

144. Rato, T.J., M.S. Reis, Multivariate SPC of Dynamic Processes: Application of DPCA-MD

to the Tennessee Eastman Process. Presented at “ENBIS11 – 11th Annual ENBIS Conference”,

Coimbra (Portugal), 4-8 September 2011.

145. Baptista, C. M. S. G., T. Mendes, C. Dias, M.S. Reis, P. Löb, Multivariate Linear

Regression Models for Heterogeneous Liquid-Liquid Reactions in Microstructured Reactors.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

13

Presented at “ENBIS11 – 11th Annual ENBIS Conference”, Coimbra (Portugal), 4-8 September

2011.

146. Rosa, J., L. Costa., M.S. Reis, P. A. Saraiva, Development of a model for the thermal

control of photobioreactors based on first-principles. Presented at “CHEMPOR 2011 – 11th

International Chemical and Biological Engineering Conference”, Lisbon (Portugal), 5-7

September 2011.

147. Moita, R.D., T.J. Rato, P.M. Saraiva, L.O. Santos, M.S. Reis, Multivariate SPC/EPC

Integration in MIMO Dynamic Processes. Presented at “CHEMPOR 2011 – 11th International

Chemical and Biological Engineering Conference”, Lisbon (Portugal), 5-7 September 2011.

148. Gomes, V.M., P.M. Saraiva, M.S. Reis, A Comparison Study of Several Multiway

Calibration Methodologies. Presented at “CHEMPOR 2011 – 11th International Chemical and

Biological Engineering Conference”, Lisbon (Portugal), 5-7 September 2011.

149. Rato, T.J., M.S. Reis, Fault detection in the Tennessee Eastman process using integrated

dynamic principal components analysis and missing data methods. Presented at “CHEMPOR

2011 – 11th International Chemical and Biological Engineering Conference”, Lisbon (Portugal),

5-7 September 2011.

150. Pereira, A.C., M.S. Reis, P.M. Saraiva, V. Pereira, J.C. Marques, Madeira Wine ageing

process: a strategy for process control. Presented at “XXXIV World Congress of Vine and

Wine”, Porto (Portugal), 20-27 June 2011.

151. Rasteiro, M.G., I. Pinheiro, P. J. Ferreira, F. A. Garcia, M. S. Reis, J. L. Amaral, C.

Wandrey, D. Hunkeler, An Experimental Design Methodology to Evaluate the Importance of

Different Parameters on Flocculation by Polyelectrolytes, Presented at “5th International

Granulation Workshop”, Lausanne, 20-22 June 2011.

152. Rato, T.J., M.S. Reis, Statistical Process Control of Multivariate Systems with

Autocorrelation. Presente at “ESCAPE-21, EUROPEAN SYMPOSYUM ON COMPUTER AIDED

PROCESS ENGINEERING”, Porto Carras (Greece), 29 May - 1 June 2011.

153. Saraiva, P., P. Sampaio, J. Orey, M.S. Reis, C. Cardoso, O Futuro da Qualidade em PT:

resultados finais, Presented at 35.º Colóquio da Qualidade (Ponta Delgada), 11-12 November

2010.

154. Sampaio, P., P.M. Saraiva, J. d’Orey, M.S. Reis, The Future of Quality: is Portugal

Different? Presented at “54th

European Organization for Quality (EOQ) Congress”, Izmir

(Turkey), 26-27 October 2010.

155. Rato, T.M., M.S. Reis, Statistical Process Control of Multivariate Systems with

Autocorrelation. Presented at “ENBIS10 – 10th Annual ENBIS Conference”, Antwerp (Belgium),

12-16 September 2010.

156. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Comparison of Different

Methodologies for Wine Age Prediction. Presented at “ENBIS10 – 10th Annual ENBIS

Conference”, Antwerp (Belgium), 12-16 September 2010.

157. Medeiros, J., R. Martins, S. Palma, H. Gamboa, M.S. Reis, Blood Volume Pulse Peak

Detector with a Double Adaptive Threshold, Presented at “International Conference on

Technology and Medical Sciences”, Porto, 21-23 October 2010.

158. Medeiros, J., R. Martins, S. Palma, H. Gamboa, M.S. Reis, Development of a Blood

Volume Pulse Sensor to measure Heart Rate Variability, Presented at the “7th Ibero-American

Congresso on Sensors IBEROSENSOR 2010”, Lisbon, 9-11 November 2010.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

14

159. Reis, M.S., P. Delgado, “Mega”-Variate Statistical Process Control in Electronic Devices

Assembling. Presented at “ESCAPE-20, EUROPEAN SYMPOSYUM ON COMPUTER AIDED

PROCESS ENGINEERING”, Naples (Italy), 6-9 June 2010.

160. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Multivariate Statistical Monitoring

of Wine Ageing Processes. Presented at “ESCAPE-20, EUROPEAN SYMPOSYUM ON

COMPUTER AIDED PROCESS ENGINEERING”, Naples (Italy), 6-9 June 2010.

161. Mendes T., C. Dias, A. Rodriguez, P. Araujo, G. Menges G., P. Löb, J.C.B. Lopes, N.

Oliveira, M.S. Reis, C. M. S. G.Baptista, Insights in heterogeneous liquid-liquid reactions against

the background of bulk chemical production. Presented at “19TH INTERNATIONAL

CONGRESS OF CHEMICAL AND PROCESS ENGINEERING CHISA 2010 & 7TH

EUROPEAN CONGRESS OF CHEMICAL ENGINEERING - ECCE-7”, Prague (Czech

Republic), 28 August - 1 September 2010.

162. Reis, M.S., Profiles as Outputs in Supervised Data Analysis. Presented at “ISBIS-2010,

INTERNATIONAL SYMPOSIUM ON BUSINESS AND INDUSTRIAL STATISTICS”, Potoroz (Slovenia), 5-9

July 2010.

163. Cantarero, S., O. Ballesteros, A. Zafra-Gómez, A. Navalón, J.L. Vílchez, M.S. Reis, P.M.

Saraiva, J. De Ferrer, C. Verge, Statistical Study of Soap and LAS in Marine Sediment Samples.

Presented at “VII Colloquium Chemiometricum Mediterraneum, CCM VII”, Granada (Spain), 21-

24 June 2010.

164. Cantarero, S., O. Ballesteros, A. Zafra-Gómez, A. Navalón, J.L. Vílchez, M.S. Reis, P.M.

Saraiva, J. De Ferrer, C. Verge, Statistical Study of Soap and LAS in Sewage Sludge Samples.

Presented at “VII Colloquium Chemiometricum Mediterraneum, CCM VII”, Granada (Spain), 21-

24 June 2010.

165. Saraiva, P., P. Sampaio, J. Orey, M.S. Reis, C. Cardoso, O Futuro da Qualidade em

Portugal: Abordagem e Resultados Preliminares, Presented at “I Encontro de Investigadores da

Qualidade”, Tróia (Portugal), 4 June 2010.

166. Santos, L., J. Bonifácio, A. Silva, A. Madrigal, M.S. Reis, A.C. Pereira, Análise do

tamanho do tubo endotraqueal em Pediatria. Presented at “CONGRESSO DA SOCIEDADE

PORTUGUESA DE ANESTESIOLOGIA 2010”, Porto, 5-6 February 2010.

167. Reis, M.S., Bauer, A., Using Wavelet Texture Analysis in Image-Based Classification and

Statistical Process Control of Paper Surface Quality. Presented at “PSE’2009, 10TH

INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING”, Salvador

(Brazil), 16-20 August 2009.

168. Rato, T.M., M.S. Reis, Statistical Monitoring of Control Loops Performance. Presented at

“ENBIS9 – Ninth Annual ENBIS Conference”, Gothenburg (Sweden), 21-23 September 2009.

169. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Wine Characterization through

Multivariate Statistics. Presented at “ENBIS9 – Ninth Annual ENBIS Conference”, Gothenburg

(Sweden), 21-23 September 2009.

170. Portugal P.A.G., M.S. Reis, C.M.S.G. Baptista, Extending model prediction ability for the

formation of nitrophenols in benzene nitration, Presented at “ICheaP9”, Rome (Italy), 10-13 May

2009.

171. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Analysis and Assessment of Madeira

Wine Ageing over an Extended Time Period through GC-MS and Chemometric Analysis.

Presented at “Symposium In Vino Analytica Scientia – InVino09”, Angers (France), 2-4 July

2009.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

15

172. d’Orey, J., M.S. Reis, Sampaio, P., Saraiva, P.M., O Futuro da Qualidade em Portugal.

Presesented at the “34.º Colóquio da Qualidade”, Porto, 11-12 de November 2009.

173. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, The implementation of a

classification methodology for aged Madeira wine based on volatile profile. Poster presented at

“Encontro Nacional de Cromatografia”, Funchal, 14-16 December 2009.

174. M.S. Reis, Multivariate Class Prediction in Gene Expression Data. Presented at “ENBIS8

– Eight Annual ENBIS Conference”, Athens (Greece), 21-25 September 2008.

175. M.S. Reis, Bauer, A. On-line Monitoring and Classification of Paper Formation using

Image Analysis. Presented at “ENBIS8 – Eight Annual ENBIS Conference”, Athens (Greece), 21-

25 September 2008.

176. Pereira, A.C., M.S. Reis, J.S. Câmara, P.M. Saraiva, J.C. Marques, Application of

Chemometrics Techniques to Identify and Analyze Ageing Patterns in Madeira Wine. Presented at

“12as

Jornadas de Análisis Instrumental ”, Barcelona (Spain), 21-23 October 2008.

177. Reis, M.S, Combining Predictions at Multiple Scales for Process Modelling. Presented at

CHEMPOR 2008 “10th

International Chemical and Biological Engineering Conference”, Braga, 4

- 6 de September 2008.

178. Reis, M.S Multivariate Analysis of DNA Microarrays. Presented at CHEMPOR 2008

“10th

International Chemical and Biological Engineering Conference”, Braga, 4 - 6 de September

2008.

179. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques Using GC-MS and Multivariate

Statistics to Safeguard the Identity of Madeira Wine: a Preliminary Study. Presented at

CHEMPOR 2008 “10th

International Chemical and Biological Engineering Conference”, Braga, 4

- 6 de September 2008.

180. Portugal, P.A.G., M.S. Reis, C.M.S.G. Baptista, Multiobjective Optimization of the

Benzene Nitration Process. Presented at CHEMPOR 2008 “10th

International Chemical and

Biological Engineering Conference”, Braga, 4 - 6 de September 2008.

181. Dias, P.A.N., M.S. Reis, M.H. Gil, J.C. Alves, Development of Semi-Transparent Wood

Polymer Composites. Presented at CHEMPOR 2008 “10th

International Chemical and Biological

Engineering Conference”, Braga, 4 - 6 de September 2008.

182. Reis, M.S., P.M. Saraiva, Multivariate and Multiscale Supervised Analysis of the Paper

Surface. Presented at COMPSTAT’2008 “International Conference on Computational Statistics”,

Porto, 24 - 29 August 2008.

183. Pereira, A.C., M.S. Reis, P.M. Saraiva, J.C. Marques, Analyzing Madeira Wine Ageing

through Contribution Plots Taking into Account Cluster Variability. Presented at

COMPSTAT’2008 “International Conference on Computational Statistics”, Porto, 24 - 29 August

2008.

184. Reis, M.S., P.M. Saraiva, Flexible Multiscale Data-Driven Modelling. Presented at

FOCAPO 2008, “FIFTH INTERNATIONAL CONFERENCE ON FOUNDATIONS OF COMPUTER AIDED

PROCESS OPERATIONS”, Cambridge, Massachusetts (E.U.A), 29 de June - 2 de July 2008.

185. Pereira, A.C., P.M. Saraiva, J.S. Câmara, MS Reis, Marques, J.C., Multivariate Statistical

Analysis of Major Volatiles Found in Madeira Wines. Presented at “5º Encontro nacional de

Cromatografia da SPQ”, Aveiro, 10 - 12 December 2007.

186. Reis, M.S., P.M. Saraiva, Controlo Estatístico Multiescala. Poster apresentado no “32º

Colóquio da Qualidade”, realizado no Funchal, entre 8 e 9 de Novembro de 2007.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

16

187. Pereira, A.C., P.M. Saraiva, Reis, M.S., Marques, J.C., Análise da Qualidade do Vinho da

Madeira. Presented at “32º Colóquio da Qualidade”, Funchal, 8 - 9 November 2007.

188. Pereira A.C., V. Pereira, P.M. Saraiva, J.S. Câmara, M.S. Reis, J.C. Marques,

Differentiation of Liqueur Wines Based on the Aromatic Profiles; Presented at “EuroAnalysis

2007”, Antwerp (Belgium), 9 - 14 September.

189. Pereira A.C., V. Pereira, P.M. Saraiva, J.S. Câmara, M.S. Reis, J.C. Marques, Use

Statistical Analysis in the Differentiation of Wines From Madeira and Canary Island; Presented at

“EuroAnalysis 2007”, Antwerp (Belgium), 9 - 14 September.

190. Reis, M.S., P.M. Saraiva, F.P. Bernardo, Integrating Data and Model Uncertainties in

Paint Formulations. Presented at “Seventh Annual ENBIS Conference”, realizado em Dortmund

(Alemanha), 24 - 26 September 2007.

191. Reis, M.S., C.T. Abreu, M.J. Heitor, J. Ataíde, P.M. Saraiva, A New Procedure for

Measuring Diagonal Curl. Presented at “XX Encontro Nacional da Tecnicelpa”, Tomar, 10 - 12

October 2007.

192. Reis, M.S., Multiscale Analysis of Time Series. Presented at “International Symposium on

Business and Industrial Statistics – 2007”, São Miguel (Açores), 18 - 20 de August 2007.

193. Reis, M.S., B.R. Bakshi, P.M. Saraiva, Multiscale Statistical Process Control of

Continuous Processes. Presented at “Sixth Annual ENBIS Conference”, Wroclaw (Poland), 18 -

20 September 2006.

194. Pereira, A., M.S. Reis, P.M. Saraiva, Quality Control of Food Products using Image

Analysis and Statistical Tools. Presented at “Sixth Annual ENBIS Conference”, Wroclaw

(Poland), 18 - 20 September 2006.

195. Saraiva, P.M., M.S. Reis, F.P. Bernardo, Robust Approaches to Formulation Problems: A

Paints Industry Application. Presented at M2D’2006, “5TH INTERNATIONAL CONFERENCE –

MECHANICS AND MATERIALS IN DESIGN”, Porto (Portugal), 24 - 26 de July 2006.

196. Reis, M.S., P.M. Saraiva, Multiscale Analysis and Monitoring of Paper Surface. Presented

at ESCAPE-16 + PSE’2006, “16TH

EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS

ENGINEERING AND 9TH

INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING”,

Garmisch-Partenkirchen (Germany), 9 - 13 July 2006.

197. Reis, M.S., P.M. Saraiva, Multiscale SPC in the Presence of Multiresolution Data.

Presented at ESCAPE-16 + PSE’2006, “16TH

EUROPEAN SYMPOSYUM ON COMPUTER AIDED

PROCESS ENGINEERING AND 9TH

INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS

ENGINEERING”, Garmisch-Partenkirchen (Germany), 9 - 13 July 2006.

198. Reis, M.S., P.M. Saraiva, Multivariate and Multiscale Analysis of Paper Surface.

Presented at “CHEMPOR’2005, 9th

International Chemical Engineering Conference”, Coimbra

(Portugal), September 2005.

199. Quadros, P.A., M.S. Reis, C. M. S. G. Baptista, Multivariate Analysis of the Benzene

Nitration Process for Pollution Prevention. Presented at “CHEMPOR’2005, 9th

International

Chemical Engineering Conference”, Coimbra (Portugal), September 2005.

200. Reis, M.S., P.M. Saraiva, Multiscale Approach for the Monitoring of Paper Surface

Profiles. Presented at “5th

Annual Meeting of ENBIS”, Newcastle (England), September 2005.

201. Reis, M.S., P.M. Saraiva, Multiscale Statistical Process Control of the Paper Surface.

Presented at “Gordon Research Conference on Statistics in Chemistry and Chemical

Engineering”, South Hadley (MA, EUA), July de 2005.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

17

202. Quadros, P.A., P. Francisco, M.S. Reis, C. M. S. G. Baptista, Multivariate Analysis

Applied to the Benzene Nitration Process. Presented at “7th

World Congress of Chemical

Engineering”, realizado em Glasgow (Scotland), July 2005.

203. Quadros, P.A., M.S. Reis, C. M. S. G. Baptista, Different Modelling Approaches for a

Heterogeneous Liquid-Liquid Reaction Process. Presented at “5th

International Symposium on

Catalysis in Multiphase Reactors & 4th

International Symposium on Multifunctional Reactors

(CAMURE-5 & ISMR-4)”, Portorož-Portorose (Slovenia), June 2005.

204. Reis, M.S., P.M. Saraiva, Integrating Data Uncertainty in Multiresolution Analysis.

Presented at “ESCAPE-15, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS

ENGINEERING”, Barcelona (Spain), 29 May - 1 June 2005.

205. Angélico, D., M.S. Reis, R. Costa, P.M. Saraiva, J. Ataíde, Profilometry: A Technique to

Characterize Paper Surface. Presented at “Tecnicelpa – XIX Encontro Nacional”, Tomar

(Portugal), Abril de 2005.

206. Reis, M.S., P.M. Saraiva, A Comparative Study of the Performance of Various Linear

Regression Methods in Noisy Environments. Presented at “CAC-2004 Chemometrics in Analytical

Chemistry”, Lisboa (Portugal) Setembro 2004.

207. Costa, R., D. Angélico, P.M. Saraiva, M.S. Reis, J. Ataíde, C. Abreu, D. Bogas, Paper

Superficial Waviness: Conception of a Statistical Measurement System. Presented at “CAC-2004

Chemometrics in Analytical Chemistry”, realizado em Lisboa (Portugal) September 2004.

208. Reis, M.S., P.M. Saraiva, Accounting for Measurement Uncertainties in Industrial Data

Analysis. Presented at “ESCAPE-14, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS

ENGINEERING”, Lisboa (Portugal), 16 - 19 May 2004.

209. Reis, M.S., P.M. Saraiva,Multiscale Latent Variable Analysis of Industrial Data. Presented

at “PROCESS SYSTEMS ENGINEERING 2003”, Kunming (China), January 2004.

210. Reis, M.S., P.M. Saraiva, Practical Approaches for Conducing MSPC in Noisy

Environments. Presented at “PLS AND RELATED METHODS”, Lisboa (Portugal), 15 - 17 de

September 2003.

211. Telmo, R., M.S. Reis, P.M. Saraiva, P. Gonçalves, A. Henriques, PVC Quality Monitoring

Through Statistical Reasoning. Presented at “3nd

Annual Meeting of ENBIS and ISIS3”,

Barcelona (Spain), August 2003.

212. Reis, M.S., P.M. Saraiva, R. Costa, D. Bogas, C.T. Abreu, J. Ataíde, Application of

Advanced Statistical Tools to the Analysis of Pulp and Paper Data. Presented at “28th

EUCEPA

conference”, Lisboa 2-4 April 2003.

213. Reis, M.S., P.M. Saraiva, Application of Multiscale Strategies to Industrial Process Data

Analysis. Presented at “2nd

Annual ENBIS Conference”, Rimini (Italy), September 2002.

214. Reis, M.S., P.M. Saraiva, Multiscale Systems Modelling and Identification. Presented at

“2002 AICHE Annual Meeting”, Indianapolis (EUA), November 2002.

215. Reis, M.S., P.M. Saraiva, A Structured Approach for Reducing Paper Curl: Modelling

Strategies and Simulation Results, Presented at “CHEMPOR’2001 - 8th

International Chemical

Engineering Conference”, Aveiro, 12 - 14 September 2001.

216. Reis, M.S., P.M. Saraiva, Aplicação de Metodologias Multiescala na Melhoria de

Processos Através da Filtragem, Interpretação e Compressão de Dados Operatórios. 1º

Congresso Nacional da Qualidade. Lisboa: Instituto Português da Qualidade (2000).

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

18

217. Reis, M.S., P.M. Saraiva, J. Ataíde Um Modelo Conceptual para Estudo da

Estabilidade Dimensional do Papel. Presented at “CHEMPOR’98 – 7ª Conferência Internacional de

Engenharia Química”, Lisboa (Portugal), 26 - 28 de September 1998.

IV.6 Other Publications

218. Reis, M.S., A Structured Approach for Reducing Paper Curl: Modelling Strategies and

Simulation Results. Department of Chemical Engineering, University of Coimbra (2001).

Technical Report.

219. Reis, M.S., Perfil Transversal de Propriedades Relevantes na PM1. Lavos, Figueira da

Foz: Soporcel, SA (1997). Technical Report.

220. Reis, M.S., Análise da Concorrência: uma Abordagem Baseada na Aplicação de Técnicas

de Agrupamento e Índices de Qualidade. Lavos, Figueira da Foz: SOPORCEL, SA (1996).

Technical Report.

221. Reis, M.S. Sistemas de Detecção e Diagnóstico de Falhas em Processos Industriais.

Department of Chemical Engineering, University of Coimbra: Coimbra (1995).

222. Reis, M.S., Santos, I.J.G., Santos, I.C. Projecto de uma Unidade Industrial para

Produção de Dissulfureto de Carbono. Department of Chemical Engineering, University of

Coimbra: Coimbra (1995).

IV.7 Invited Talks

Reis, M.S., Current Challenges in Online and Offline Data-Driven Process Improvement.

Keynote presented at the Workshop on Data Processing and Data Analysis for Quality

Management and Quality Improvement, Open University of Israel, Raanana (Israel), January 11,

2017.

Reis, M.S., Current Challenges in Online and Offline Data-Driven Process Improvement.

Seminar presented the Industrial Engineering Department, Tel Aviv University, Telavive (Israel),

January 12, 2017.

Reis, M.S., Emerging Trends in Statistical Process Control of Industrial Processes. Keynote

presented at 2nd

International Conference on Quality Engineering and Management. Guimarães,

July 14-15, 2016.

Reis, M.S., Large-Scale Industrial Process Monitoring. Seminar at École Nationale Supérieure des

Mines de Saint-Étienne (Gardanne, France), May 11, 2016.

Reis, M.S., Design and Analysis of Physical and Computational Experiments in Chemical

Engineering. Presented at SAS® Fórum Portugal 2015, Centro de Congressos de Lisboa,

November 10, 2015.

Reis, M.S., Challenges in the Specification and Integration of Measurement Uncertainty in the

Chemical Processing Industry. Seminar DOW Chemical Company, Freeport (Texas, USA), April

30, 2015.

Reis M.S., Process monitoring of large scale systems. Presented at “45e Journées de Statistique”.

Toulouse (France), 27-31 May 2013.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

19

Reis M.S., Scale-dependent extraction of features from multivariate images of random structures.

Presented at “II International Workshop on Multivariate Image Analysis”. Valencia (Spain), 23-24

May 2013.

Reis, M.S., Profiles as Outputs in Supervised Data Analysis. Presented at “ISBIS-2010,

INTERNATIONAL SYMPOSIUM ON BUSINESS AND INDUSTRIAL STATISTICS”,

Portoroz (Slovenia), 5-9 July 2010.

Reis, M.S., Tratamento de Dados em Química. Workshop on “Validação de Métodos Analíticos e

Determinação da Incerteza Associada”, Funchal, 7 May 2010.

Reis, M.S., Multiscale Analysis of Time Series. Palestra proferida no “International Symposium

on Business and Industrial Statistics – 2007”, durante o encontro anual da “International Society

for Business and Industrial Statistics” (ISBIS) realizado na Universidade doa Açores, pólo de São

Miguel (Açores), de 18 a 20 de Agosto de 2007, cujo resumo se inclui nas actas em suporte de

papel (p. 125-126).

Reis, M.S., Multiscale Data-Driven Analysis in the Length and Time Domains. Palestra proferida

para o grupo de investigação “Sustainable and Efficient Process Engineering Group”, do Chemical

Engineering Department, Ohio State University, em Julho de 2005.

Reis, M.S., Multiscale Approaches in Statistical Process Control. Palestra proferida na sessão

especial denominada “Applied Statistics in Practice”, a qual foi organizada pela “Quality

Improvement Section” da Royal Statistical Society (RSS), durante o encontro anual da RSS

realizado em Belfast, de 10 a 14 de Setembro de 2006.

V. Supervision of R&D&I Activities

V.1 PhD students

Ricardo Alberto Reis Silva Rendall, A multiresolution and megavariate platform for process

monitoring and soft sensor development.

Maria Campos, Multiblock methods for handling complex and heterogeneous data structures in

industry.

Yang Wei-Ting, Advanced Control of Semiconductor Manufacturing Processes with Real-time

Equipment Condition Monitoring. Co-orientador

Daniela Carla Moreira de Souza, Desenvolvimento de sensores inferenciais para a previsão de

propriedades relevantes em gasolinas e gasóleos. Orientador. Em curso.

Tiago Alexandre Garcia Dias, Desenvolvimento de Inferenciais de RON para unidades de

reformação catalítica semi-reginarativa e contínua. Orientador. Em curso.

Tiago Miguel Janeiro Rato, Development of integrated data-driven frameworks for the

monitoring, analysis and control of complex systems.

Ana Cristina Rebola Pereira, Caracterização Química e Hierarquização por Quimiometria dos

Aromas de Envelhecimento de Vinhos Fortificados.

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

20

V.2 MSc students and Research associates

Supervised more than 30 MSc students and research associates, mostly in the fields of Chemical

Engineering and Biomedical Engineering.

V.3 Post-Doctoral researchers

Raquel Durana Chambre de Sá Moita

Tiago Miguel Janeiro Rato

VI. Activity as Referee

African Journal of Agricultural Research

AIChE Journal

Analytica Chimica Acta

Applied Stochastic Models in Business and Industry

Applied Surface Science

Advances in Fuzzy Systems

Arabian Journal for Science and Engineering

Asia-Pacific Journal of Chemical Engineering

BMC – Systems Biology

Chemical Engineering Science

Chemical Papers

Chemometrics and Intelligent Laboratory Systems

Computers & Chemical Engineering

Computers & Industrial Engineering

Engineering Applications of Artificial Intelligence

European Journal of Industrial Engineering

Food and Bioprocess Technology: An International Journal

IEEE Sensors Journal

IEEE Transactions on Industrial Electronics

Industrial & Engineering Chemistry Research

International Journal of Automation and Engineering

International Journal of Quality & Reliability Management

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

21

International Journal of Signal and Imaging Systems Engineering

ISA Transactions

Journal of Chemometrics

Journal on Computing and Cultural Heritage

Journal of Official Statistics

Journal of Process Control

Journal of Analytical Methods in Chemistry

Journal of Zhejiang University – Science A

Latin American Applied Research

Neurocomputing

Nordic Pulp & Paper Research Journal

Polymer Testing

Processes

Quality Engineering

Quality and Reliability Engineering International

Quality Technology & Quantitative Management

Scientia Iranica

Sensors

Talanta

Committee for the nomination and selection of the “George Box Medal”, “Young Statistician

Award” and “Best Manager Award” in ENBIS – European Network for Business and Industrial

Statistics (2005-2006, 2012-2013).

President of ENBIS Awards Committee (2013-2015).

Invited/special reviewer in several international conferences on Process Systems Engineering and

Applied Statistics (ESCAPE, PSE, ICheaP).

VII. Organization of Scientific Events

Member of the Programme Committee for the “16th

Annual ENBIS Conference”, Sheffield (UK)

11-15 September 2016

Member of the Programme Committee for the “15th

Annual ENBIS Conference”, Prague (Austria)

6-10 September 2015

President of the Scientific Committee for the “14th

Annual ENBIS Conference”, Linz (Austria)

21-25 September 2014

CURRICULUM VITÆ MARCO PAULO SEABRA DOS REIS

22

Member of the Programme Committee for the 29th

European Meeting of Statisticians, Budapest

(Hungary), 2013.

Member of the scientific Committee for the “12th

Annual ENBIS Conference”, Ljubljana

(Slovenia) 9-13 September 2012.

President of the Local Organizing Committee for the “11th

Annual ENBIS Conference”, Coimbra

(Portugal) 4-8 September 2011

Member of the International Program Committee for the “MCPL 2010 – 5th

Conference on

Management and Control of Production and Logistics”, Coimbra (Portugal) 8-10 September 2010.

Member of the scientific Committee for the “10th

Annual ENBIS Conference”, Antwerp

(Belgium) 12-16 September 2010.

Member of the scientific Committee for the “Second Conference on Six-Sigma in Portugal”,

Tomar, 23 - 24 Outubro 2009.

Member of the scientific Committee for the “First Conference on Six-Sigma in Portugal”, Leiria,

4 - 5 December 2008.

Organiser of the course “Construção de Modelos de Previsão Baseados em Dados”, Coimbra, 20

March 2007.

Member of the scientific Committee for the “6th

Annual ENBIS Conference”, Wroclaw (Poland)

18-20 September 2006.

Organization of the 4th “Workshop on Process Systems Engineering”, DEQ-FCTUC 29.03.2006.

Organization of the “Workshop on Applied Statistics”, Coimbra, April 2004.

VIII. Awards and Recognitions

Best article of the year published in the journal “Qualidade” (2010).

Best Presentation Award: “Combining Predictions at Multiple Scales for Process Monitoring”,

CHEMPOR 2008 “10th

International Chemical and Biological Engineering Conference”, Braga

(Portugal), 4 - 6 September 2008.

Best Poster Award: “A New Procedure for Measuring Diagonal Curl”, “XX Encontro Nacional

da Tecnicelpa”, Tomar, October 2007.

Best Poster Award: Quality Control of Food Products using Image Analysis and Statistical Tools,

“Sixth Annual ENBIS Conference”, Wroclaw (Poland), September 2006.

Best Presentation Award: Multiscale Approach for the Monitoring of Paper Surface Profile, “5nd

Annual Meeting of ENBIS”, Newcastle (England).

Best student award on Pulp and Paper Technology (1995).

Marco Paulo Seabra dos Reis

Coimbra, May 30th

, 2018